Update app.py

app.py

@@ -4,14 +4,6 @@ from scipy import spatial
 import random
 import os
 
-# --- SAYFA AYARLARI ---
-st.set_page_config(page_title="CastMatch AI", layout="wide")
-st.markdown("""
-    <style>
-    [data-testid="stImage"] img { max-height: 400px; object-fit: contain; }
-    </style>
-    """, unsafe_allow_html=True)
-
 # 1. MODELİ YÜKLE
 @st.cache_resource
 def load_data():
@@ -24,7 +16,7 @@ def load_data():
 model_data = load_data()
 movie_dict = model_data['movie_dict'] if model_data else {}
 
-# 2. TÜM OYUNCU VERİTABANI (Eksiksiz Liste)
+# 2. TÜM OYUNCU DNA VERİTABANI
 tum_unlu_verileri = {
     "Sylvester Stallone": {"c": "Male / Erkek", "v": [0.9, 0.2, 0.1, 0.1, 0.1, 0.8]},
     "Robert De Niro": {"c": "Male / Erkek", "v": [0.2, 0.1, 0.1, 0.9, 0.1, 0.8]},
@@ -65,82 +57,113 @@ tum_unlu_verileri = {
     "Cameron Diaz": {"c": "Female / Kadın", "v": [0.1, 0.2, 0.95, 0.7, 0.1, 0.1]}
 }
 
-# --- RESİM KONTROLÜ ---
-resim_klasoru = os.getcwd()
-mevcut_isimler = [isim for isim in tum_unlu_verileri.keys() 
-                  if any(isim.lower().replace(" ", "_") in f.lower() or isim.lower() in f.lower() 
-                  for f in os.listdir(resim_klasoru))]
+# --- DİNAMİK FİLTRELEME (KLASÖRE GÖRE) ---
+resim_klasoru = os.path.join(os.getcwd(), "40 resim")
 
-# --- SESSION STATE ---
-if 'selected_actor' not in st.session_state:
-    st.session_state.selected_actor = mevcut_isimler[0] if mevcut_isimler else None
+@st.cache_data
+def klasordeki_unluleri_getir():
+    mevcut_unlular = {}
+    if os.path.exists(resim_klasoru):
+        dosyalar = [f.lower() for f in os.listdir(resim_klasoru)]
+        for isim, veri in tum_unlu_verileri.items():
+            search_pattern1 = isim.lower().replace(" ", "_")
+            search_pattern2 = isim.lower()
+            if any(search_pattern1 in d or search_pattern2 in d for d in dosyalar):
+                mevcut_unlular[isim] = veri
+    return mevcut_unlular
 
-# --- SIDEBAR (SOL PANEL) ---
-st.sidebar.title("🔍 Control Panel")
-gender_choice = st.sidebar.radio("Category / Kategori:", ["Male / Erkek", "Female / Kadın"])
-filtered_names = [n for n in mevcut_isimler if tum_unlu_verileri[n]['c'] == gender_choice]
+unlu_verileri = klasordeki_unluleri_getir()
+
+# --- ARAYÜZ AYARLARI ---
+st.set_page_config(page_title="CastMatch AI", layout="wide")
 
+# --- SESSION STATE (SENKRONİZASYON İÇİN) ---
+if 'shared_selected_actor' not in st.session_state:
+    st.session_state.shared_selected_actor = None
+
+# --- SOL PANEL (SIDEBAR) ---
+st.sidebar.title("🔍 Control Panel / Kontrol Paneli")
 st.sidebar.markdown("---")
-# Sol tarafta bir isme basıldığında çalışacak fonksiyon
-def on_sidebar_click():
-    st.session_state.selected_actor = st.session_state.sidebar_sync
-
-# Sol taraftaki tıklanabilir liste
-st.sidebar.radio(
-    "📋 Available Cast / Mevcut Oyuncular:",
-    filtered_names,
-    index=filtered_names.index(st.session_state.selected_actor) if st.session_state.selected_actor in filtered_names else 0,
-    key="sidebar_sync",
-    on_change=on_sidebar_click
+
+gender_choice = st.sidebar.radio(
+    "1. Select Category / Kategori Seçin:",
+    ["Male / Erkek", "Female / Kadın"]
 )
 
+filtered_names = [name for name, data in unlu_verileri.items() if data['c'] == gender_choice]
+
+# Kategori değişince ilk ismi seçili yap (Hata önleme)
+if st.session_state.shared_selected_actor not in filtered_names and filtered_names:
+    st.session_state.shared_selected_actor = filtered_names[0]
+
+st.sidebar.markdown(f"### 📋 Available Cast / Mevcut Oyuncular")
+
+# Sidebar'da butonlar oluşturuyoruz (Basınca ana seçimi günceller)
+for n in filtered_names:
+    if st.sidebar.button(f"👤 {n}", key=f"btn_{n}"):
+        st.session_state.shared_selected_actor = n
+
 # --- ANA EKRAN ---
-st.title("🎬 CastMatch AI")
+st.title("🎬 CastMatch AI: Talent Matching System / Yetenek Eşleştirme Sistemi")
+st.markdown("#### Discover the perfect roles for global stars! / Dünya yıldızları için en ideal rolleri keşfedin!")
+st.markdown("---")
 
 col_actor, col_match = st.columns([1, 2])
 
 with col_actor:
-    st.subheader("👤 Pick an Actor")
+    st.subheader("👤 Pick an Actor / Oyuncu Seç")
     
-    # Orta kısımdaki seçim kutusu fonksiyonu
-    def on_main_click():
-        st.session_state.selected_actor = st.session_state.main_sync
-
-    # SELECTBOX: Sol panel ile tamamen aynı session_state'e bağlı
-    final_actor = st.selectbox(
-        "Select from list / Listeden seçin:",
-        filtered_names,
-        index=filtered_names.index(st.session_state.selected_actor) if st.session_state.selected_actor in filtered_names else 0,
-        key="main_sync",
-        on_change=on_main_click
+    # Seçili olanın listedeki sırasını bul (Senkronizasyonun kalbi burası)
+    try:
+        current_index = filtered_names.index(st.session_state.shared_selected_actor)
+    except:
+        current_index = 0
+
+    # SELECTBOX: st.session_state ile index'i zorluyoruz
+    selected_actor = st.selectbox(
+        "Select from list / Listeden seçin:", 
+        filtered_names if filtered_names else ["Yok"],
+        index=current_index,
+        key="main_selectbox"
     )
+    
+    # Selectbox'dan manuel seçim yapılırsa state'i güncelle
+    st.session_state.shared_selected_actor = selected_actor
 
-    # RESİM GÖSTERME
-    if final_actor:
+    if selected_actor != "Yok":
         found_path = None
-        target = final_actor.replace(" ", "_").lower()
+        search_target = selected_actor.replace(" ", "_").lower()
         for f in os.listdir(resim_klasoru):
-            if target in f.lower() or final_actor.lower() in f.lower():
+            if f.lower().startswith(search_target) or selected_actor.lower() in f.lower():
                 found_path = os.path.join(resim_klasoru, f)
                 break
         
         if found_path:
-            st.image(found_path, caption=final_actor, use_container_width=True)
+            st.image(found_path, caption=f"Profile: {selected_actor}", use_container_width=True)
+        else:
+            st.error("Resim yüklenemedi. / Image could not be loaded.")
 
 with col_match:
-    st.subheader("🎯 Career Matches")
-    if final_actor:
-        if st.button("🚀 Match and Recommend"):
-            if movie_dict:
-                v = tum_unlu_verileri[final_actor]['v']
-                results = []
-                for i in movie_dict:
-                    dist = spatial.distance.cosine(v, movie_dict[i][1][:6]) + random.uniform(0, 0.0001)
-                    results.append((movie_dict[i][0], dist))
-                
-                for i, (film, score) in enumerate(sorted(results, key=lambda x: x[1])[:5], 1):
-                    pct = round((1 - score) * 100, 1)
-                    st.success(f"**{i}. {film}**")
-                    st.progress(pct / 100)
-
-st.info("💡 Sol panel veya orta liste senkronize çalışır.")
+    st.subheader("🎯 Best Career Matches / En İyi Kariyer Eşleşmeleri")
+    st.write("Comparing the star's DNA with movie roles... / Yıldızın DNA'sı film rolleriyle karşılaştırılıyor...")
+    
+    if st.button("🚀 Match and Recommend / Eşleştir ve Öner") and selected_actor != "Yok":
+        if movie_dict:
+            actor_v = unlu_verileri[selected_actor]['v']
+            results = []
+            for i in movie_dict:
+                noise = random.uniform(0, 0.0001)
+                dist = spatial.distance.cosine(actor_v, movie_dict[i][1][:6]) + noise
+                results.append((movie_dict[i][0], dist))
+            
+            top_matches = sorted(results, key=lambda x: x[1])[:5]
+            for i, (film, score) in enumerate(top_matches, 1):
+                pct = round((1 - score) * 100, 1)
+                st.success(f"**{i}. {film}**")
+                st.write(f"Match Score / Uyum Skoru: **%{pct}**")
+                st.progress(pct / 100)
+        else:
+            st.error("Model dosyası eksik! / Model file missing!")
+
+st.markdown("---")
+st.info("💡 **How it works? / Nasıl çalışır?**: This AI analyzes career vectors based on available local assets. / Bu yapay zeka, mevcut yerel varlıklara (resimlere) dayanarak kariyer vektörlerini analiz eder.")